Update README.md

README.md

@@ -58,8 +58,8 @@ language:
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 # Model Overview
-This is a fine-tuned `xlm-roberta` model that restores punctuation, true-cases (capitalizes), 
-and detects sentence boundaries (full stops) in 47 languages.
+This is an `xlm-roberta` fine-tuned to restore punctuation, true-case (capitalize), 
+and detect sentence boundaries (full stops) in 47 languages.
 
 # Model Architecture
 This model implements the following graph, which allows punctuation, true-casing, and fullstop prediction